Market-Based Explanations of Collective Decisions
Authors: Dominik Peters, Grzegorz Pierczyński, Nisarg Shah, Piotr Skowron5656-5663
AAAI 2021 | Conference PDF | Archive PDF | Plain Text | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Experimental | We show that, unfortunately, SP committees do not always exist. However, through a series of extensive experiments, we argue that almost SP committees often do (specifically ones whose size is very close to k); see Appendix D for details. Finally, we adapt the notion of Lindahl equilibrium to the committee election context, and show that SP is closely related to it. |
| Researcher Affiliation | Academia | Dominik Peters, 1 Grzegorz Pierczy nski, 2 Nisarg Shah, 3 Piotr Skowron 2 1Harvard University 2University of Warsaw 3University of Toronto |
| Pseudocode | No | The paper describes concepts and algorithms but does not provide pseudocode or a clearly labeled algorithm block. |
| Open Source Code | No | The paper does not provide any statement or link indicating the release of source code for the described methodology. |
| Open Datasets | No | The paper mentions using 'real datasets' but does not provide specific access information (link, DOI, repository, or a formal citation for the dataset itself) for them. |
| Dataset Splits | No | The paper does not provide specific details regarding training, validation, or test dataset splits. |
| Hardware Specification | No | The paper does not provide specific hardware details (e.g., GPU/CPU models, memory amounts) used for running its experiments. |
| Software Dependencies | No | The paper does not provide specific ancillary software details, such as library names with version numbers, needed to replicate the experiment. |
| Experiment Setup | No | The paper does not provide specific experimental setup details like hyperparameter values or training configurations. |